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[失敗率47.2%からの脱却] ITシステム開発の失敗をなくす、スタートアップも使っている最新プロジェクトマネジメント方法とは

[失敗率47.2%からの脱却] ITシステム開発の失敗をなくす、スタートアップも使っている最新プロジェクトマネジメント方法とは

「[失敗率47.2%からの脱却] ITシステム開発の失敗をなくす、スタートアップも使っている最新プロジェクトマネジメント方法とは」
https://techplay.jp/event/733425

主催 : 失敗しないITシステム開発研究会

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Hiro Fukami

June 14, 2019
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  1. [ࣦഊ཰47.2%͔Βͷ୤٫]
    ITγεςϜ։ൃͷࣦഊΛͳ͘͢ɺελʔτ
    Ξοϓ΋࢖͍ͬͯΔ࠷৽ϓϩδΣΫτϚω
    δϝϯτํ๏ͱ͸
    ਂւ ׮৴ Hiro Fukami
    2019/06/14
    ࣦഊ͠ͳ͍ITγεςϜ։ൃݚڀձ

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  2. ໨࣍
    1. ͍·γεςϜ։ൃϓϩδΣΫτ͸Ͳ͏ͳ͍ͬͯΔͷ͔
    1. ʮ໿൒਺͕ࣦഊʯ
    2. ࣄྫ঺հ
    3. ղܾ΁ͷํ޲ੑ
    2. ٳܜ
    3. ࣦഊ཰Λ཈͑ΔϓϩδΣΫτϚωδϝϯτख๏঺հ
    1. ߟ͑ํ
    2. ཁૉͱπʔϧ
    3. ΍Γํ
    4. FAQɺΞϯέʔτهೖ

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  3. ࣗݾ঺հ
    ਂւ ׮৴ ;͔Έ ͻΖͷͿ

    Hiro Fukami
    גࣜձࣾϓϨΠϠʔζϑΝʔετ

    CEO
    hirofukami.com/about
    d_sea
    fukami

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  4. ͳͥ͜ͷΠϕϯτΛ΍Δ͔
    • ITγεςϜ։ൃͷΞυόΠβʔҊ݅Ͱͷࣦഊ
    • ࠓ·Ͱ͏·͘ߦͬͨɾߦ͔ͳ͔ͬͨҊ݅ͷৼΓ
    ฦΓ
    • ೔ܦίϯϐϡʔλʮࣦഊ཰47.2%ʯͷিܸ
    ࣦഊͮ͠Β͍ϓϩδΣΫτϚωδϝϯτख๏ͷఏҊͱϑΟʔυόοΫΛಘΔ͜ͱ

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  5. ࢀՃऀͷօ͞Μ΁؆୯ͳ࣭໰
    1. ϓϩδΣΫτϚωʔδϟʔʁ
    2. ൃ஫ଆ or ड஫ଆʁ
    3. ࣦഊͨ͠ܦݧ͋Γʁ
    4. ࣦഊͮ͠Β͍ํ๏Λಘ͍ͨʁ

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  6. എܠ
    ೔ܦίϯϐϡʔλௐࠪ݁Ռ
    “1745݅ʹ্ΔγεςϜಋೖʗ࡮৽ϓϩδΣΫτ
    ͷ͏ͪɺ໿൒਺ͷ47.2ˋ͕ʮࣦഊʯ─ɻ”
    ೔ܦTECHʮ൒਺͕ʮࣦഊʯʯ
    https://tech.nikkeibp.co.jp/atcl/nxt/mag/nc/18/022100026/
    “ϓϩδΣΫτࣦഊͷཧ༝ɺ15೥લ͔ΒมΘΒ
    ͣ”
    ೔ܦϏδωεʮܦӦͷ৘ࣝʯ
    https://business.nikkei.com/atcl/opinion/15/100753/030700005/

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  7. 2003,2008೥ ඼࣭ɺίετɺೲ
    ظͷ3఺͢΂ͯΛॱकͰ͖ͨϓϩ
    δΣΫτΛ੒ޭͨ͠ͱఆٛ
    2018೥ͷௐ͔ࠪΒʮ඼࣭ʯʹ׵
    ͑ͯʮຬ଍౓ʯΛ࠾༻ͨ͠ɻ
    ʮຬ଍͍ͯ͠Δʯɺʮ΍΍ຬ଍
    ͍ͯ͠Δʯͷׂ߹ɻ
    0%
    15%
    30%
    45%
    60%
    2003 2008 2018
    ੒ޭ཰ͷਪҠ

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  8. • ຬ଍ΛಘΒΕͳ͔ͬͨཧ༝ͷච಄ʮཁ݅ఆ͕ٛෆे෼ʯ
    • ίετΛॱकͰ͖ͳ͔ͬͨཧ༝ͷච಄ʮ௥Ճͷ։ൃ࡞ۀ͕ൃੜʯ
    • εέδϡʔϧΛॱकͰ͖ͳ͔ͬͨཧ༝ͷච಄ʮγεςϜͷ࢓༷ม
    ߋ͕૬͍࣍ͩʯ
    • εέδϡʔϧΛकΕͳ͔ͬͨϓϩδΣΫτͰ࠷΋ۤ࿑ͨ͠޻ఔ͸
    ʮཁ݅ఆٛʯ͕ච಄
    • ʮࣦഊཧ༝͸2008೥ɺ2003೥ͷௐࠪ݁Ռͱ·ͬͨ͘ͱݴͬͯΑ
    ͍͘Β͍ಉ͡ʯ
    15೥ࣦؒഊཧ༝͕ಉ͡ɻࣦഊʹର͢Δղܾࡦ͕औΕ͍ͯͳ͍ɻ

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  9. ຊΠϕϯτͰͷࣦഊఆٛ
    ʮίετʯʮ࣌ؒʯʮཁ݅ʯ
    ͢΂ͯΛकΕ͔ͨͲ͏͔

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  10. ࣦഊࣄྫ

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  11. ౦ূҰ෦্৔اۀ Web։ൃ
    • ೥౓༧ࢉͷঝೝɺRFP࡞੒ɺ։ൃձࣾίϯϖޙʹબఆɺ։ൃ։࢝
    • ։ൃձࣾͷମ੍͸ɺϓϩδΣΫτϚωδϝϯτʴΤϯδχΞɾσ
    βΠφʔ
    • ։ൃத͸ఆྫϛʔςΟϯάɺasanaΛ࢖ͬͨλεΫ؅ཧπʔϧͰ
    ൃ஫ऀଆͱ΍ΓऔΓ
    • 6ϲ݄ޙʹͰ͖ͨͱݴΘΕͨWebαΠτ͸ϝχϡʔΛΫϦοΫ͢
    ΔͱΤϥʔʹͳΓɺཁ݅ʹର͢Δػೳ΋ఏڙ͞Ε͍ͯͳ͔ͬͨ
    • ݕऩલʹࢧ෷ͬͯ͠·ͬͨ

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  12. • ։ൃձࣾ΁मਖ਼Λґཔ͢Δ͕Τϥʔ͕ऩଋͤͣ
    • ։ൃձࣾ͸௥ՃίετΛཁٻ
    • ೥౓಺ͷϦϦʔε͸ෆՄೳʹ
    ʮίετʯʮ࣌ؒʯʮཁ݅ʯ͢΂͕ͯकΒΕͳ͍

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  13. ελʔτΞοϓ૑ۀ
    • গ਺ਫ਼ӶͰ։ൃελʔτɺຖिϛʔςΟϯάɺε
    έδϡʔϧ͕஗Ε͍ͯΔ͕ਐΜͰ͍Δײ
    • ։ൃ͖ͯͨ͠΋ͷ͕·ΔͰಈ͔ͳ͍ࣄ͕Θ͔Δ
    • ࢿۚௐୡͨ͠ࢿۚͷ൒෼Λ͢Ͱʹফඅ
    • αʔϏεΞΠσΞΛࣺͯΔ

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  14. • ݕূ͍ͯ͠ͳ͍ΞΠσΞʹऔΓ૊ΈϦϦʔε͢Δ
    ͕ɺ಄ଧͪʹ
    • ߋʹ৽͍͠αʔϏεʹऔΓ૊Ή͔ݕ౼
    • ܧଓ૊ͱఫୀ૊ͰνʔϜ͸ղࢄ
    ʮίετʯʮ࣌ؒʯʮཁ݅ʯ͢΂͕ͯकΒΕͳ͍

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  15. ৽نࣄۀձࣾWeb։ൃ
    • ΤϯδχΞ͸֎஫ɺཁ݅΍࢓༷͸ਖ਼ࣾһͷϓϥϯφʔ(ඇΤ
    ϯδχΞɺWeb։ൃະܦݧ)͕୲౰
    • ཁ݅΍࢓༷͸ϓϥϯφʔʹΑͬͯυΩϡϝϯτԽ͞Ε͍ͯΔ
    • ΤϯδχΞ͕ϓϥϯφʔʹෆ໌఺Λ࣭໰͢Δͱ৽͍͠ཁ͕݅
    ੜ·Εɺ։ൃλεΫ͕૿͑Δ
    • ։ൃଆ͔Βͷ࠷খݶͷػೳʹݶఆ͢ΔఏҊΛ٫Լ
    • εέδϡʔϧʹ։ൃ͕ؒʹ߹Θͣ஗Ԇ

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  16. • ΤϯδχΞ͸Քಇ࣌ؒͰͷ੥ٻͳͷͰɺ஗Ԇ =
    ίετ૿ʹ
    • ஗Ԇ͕ॏͳΓϦϦʔε࣌ظ͕ݟ͑ͣ
    ʮཁ݅ʯΛकΔͨΊʹ
    ʮίετʯʮ࣌ؒʯ͕कΒΕͳ͍

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  17. ౦ূҰ෦্৔ େखITاۀ
    • WebϝσΟΞαΠτͷߏங
    • νʔϜߏ੒͸ɺϓϩδΣΫτϚωʔδϟʔɺ୲౰ऀ2໊ɺαϙʔ
    τ3໊ɺ඼࣭؅ཧ3໊ɺ߹ܭ10໊
    • ఆྫϛʔςΟϯάʹϓϩμΫτϚωʔδϟʔ͕ग़੮͠ͳ͍
    • ࣮࣭୲౰ऀ2໊ͷΈՔಇɺαϙʔτͷίϛοτϝϯτෆ໌ɺ඼࣭
    ؅ཧ͸ೲ඼෺ͷࣾ಺نఆνΣοΫͷΈ
    • ߏஙࣗମ͸؆қ͕ͩɺࣾ಺نఆʹԊ͏͜ͱʹର͢Δฐ֐ɾίετ
    ͕େ͖͍

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  18. • ϓϩμΫτϚωʔδϟʔͷ্͕࢘ҟಈʹͳΓϓϩ
    δΣΫτࣗମ͕಴࠳
    • 10໊ͷՔಇ͕ແବʹ
    ʮίετʯʮ࣌ؒʯʮཁ݅ʯ͕ແବʹͳͬͨ

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  19. ৽نࣄۀձࣾWeb։ൃ
    • CTOͷ஌Γ߹͍ͷ։ൃձࣾʹઃܭɺ։ൃΛґཔɻͷͪCTO
    ͕ࣙΊΔ
    • ఆظతͳϚΠϧετʔϯΛઃ͚ɺϨϏϡʔΛߦ͏
    • ։ൃ͕ϚΠϧετʔϯʹؒʹ߹Θͣɺཁ݅΋ຬ͍ͨͯ͠ͳ
    ͍ɺ૝ఆ͍ͯͨ͠Ϛωʔδϟʔ΍ΤϯδχΞͷ૿һ͕ͳ͍
    ͍͜ͱ͕Θ͔Δ
    • 2ճ໨ͷϚΠϧετʔϯ΋कΕͣɺ։ൃձࣾΛϓϩδΣΫτ
    ͔Β֎͢

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  20. • ίʔυΛ֬ೝ͢Δͱଞސ٬Ͱ༻͍ͨ΋ͷΛͦͷ
    ··ྲྀ༻͓ͯ͠Γɺཁ݅Λຬͨ͞ͳ͍ػೳʹ
    ͳ͍ͬͯͨ
    • ݕऩΛຬͨ͞ͳ͍ͱͯ͠ࢧ෷͍Λڋ൱
    • ίʔυ͸࢖͍·Θͤͣɺ৽نʹ։ൃ͠௚͠
    ʮ࣌ؒʯʮཁ݅ʯ͕कΒΕͳ͍
    ʮίετʯ͸࠷খݶͷϩεͰ·ͷ͕Εͨ

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  21. ίϛοτϝϯτෆ଍
    ෆ੣࣮ɾِ૷
    εΩϧෆ଍
    ܦݧෆ଍
    ίϛϡχέʔγϣϯෆ଍ ஌ࣝෆ଍
    ແବͳۀ຿ ᐆດͳܖ໿಺༰
    ཁҼ͸༷ʑɻଟछଟ༷ɻͲ͏ଊ͑ͨΒΑ͍͔
    ςετෆ଍
    ๲େͳཁ݅

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  22. ITγεςϜ։ൃͱ͸ʁ
    Λଊ͓͑ͯ͘
    • ج४ͱͳΔೝࣝΛ࡞͓ͬͯ͘ͱɺ൑அ͠΍͘͢
    ͳΔɻ
    • ೝࣝͷج४Λ࡞ͬͯΈΔɻ

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  23. γεςϜ։ൃ͸ෆ࣮֬ੑ͕ߴ
    ͍औΓ૊ΈͰ͋Δ
    • ίʔσΟϯάɺεέ
    δϡʔϦϯάɺݟੵɺཁ
    ݅ɾ࢓༷࡞੒Λʮਓʯ
    ͕ߦ͍ͬͯΔɻ
    • ࣗಈԽ͞Εͨ෦෼͕΄
    ͱΜͲͳ͍ɻ

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  24. ࠷΋ॏཁͳཁૉ͸ʮ࣌ؒʯ
    • ʮίετʯ͸ʮ࣌ؒʯ
    ʹґଘ͢Δ (޻਺͔Βۚ
    ֹࢉग़͍ͯ͠Δ)
    • ࣌ؒ͸ר͖໭ͤͳ͍།
    Ұͷཁૉ
    • ࣌ؒ = ։ൃ͢Δ࣌ؒ(ೲ
    ظ) + ൑அ͢Δ࣌ؒ + ڞ
    ༗͢Δ࣌ؒ

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  25. ղܾͷํ޲ੑ
    ෆ࣮֬ੑΛͳ͘͢ ͢͹΍͘ಈ͘

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  26. ࣦഊ཰Λ཈͑ΔϓϩδΣΫ
    τϚωδϝϯτख๏ͱ͸ʁ

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  27. ղܾࡦͷώϯτ
    • ʮෆ࣮֬ੑΛͳ͘͢ʯʮ͢͹΍͘ಈ͘ʯ։ൃख
    ๏͸ଘࡏ͢Δ
    • ਺ʑͷγεςϜ։ൃͷࣦഊͷܦݧΛ΋ͱʹੜ·
    Εͨ։ൃख๏

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  28. ʮΞδϟΠϧ։ൃʯ

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  29. ΞδϟΠϧιϑτ΢ΤΞ։ൃ
    ਝ଎͔ͭదԠతʹιϑτ΢ΣΞ։ൃΛߦ͏ܰྔͳ։ൃख๏܈ͷ૯শ
    ୹͍ظؒ(2ि͔ؒΒ4िؒ)ͷαΠΫϧͰɺ։ൃͱϨϏϡʔΛ܁Γฦ͠Ϧε
    ΫΛ࠷খԽ͢Δɻ
    ৗʹγεςϜཁ݅΍࢓༷͸มߋ͞Εɺ࠷ॳͷݟੵΓ͸ඞ్ͣதͰมߋ͞
    ΕΔલఏʹཱ͍ͬͯΔɻ
    1995೥୅͝Ζ
    ΞδϟΠϧ։ൃͷఆٛ
    2001೥
    ΞδϟΠϧιϑτ΢ΤΞ
    ։ൃએݴ
    ΞδϟΠϧιϑτ΢ΣΞ
    ։ൃεΫϥϜൃද
    2003೥

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  30. ʮNoʯ
    “ΞδϟΠϧ։ൃ͸ΤϯδχΞ͚ͩͷ࿩Ͱ͠ΐ”
    ʮNoʯ
    “ϕϯνϟʔͱ͔ελʔτΞοϓͳΒ·ͩ͠΋
    اۀܥγεςϜ͸ΞδϟΠϧ։ൃແཧͰ͠ΐ”

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  31. ΞδϟΠϧ
    ϓϩδΣΫτϚωδϝϯτ
    ΞδϟΠϧ։ൃͷߟ͑ํΛϓϩδΣΫτϚωδϝϯ
    τʹ΋औΓೖΕΔɻ
    ΞδϟΠϧ։ൃ͕ϓϩδΣΫτͰυϦϒϯͰ͖Δ
    Α͏ʹɺϓϩδΣΫτϚωδϝϯτͷਐߦɾ؅ཧ
    Λߦ͏ɻ
    ཁ͕݅ଟ͍΄Ͳʹࣦഊ֬཰͕Լ͕ΓޮՌతɻ

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  32. ͦ΋ͦ΋ΞδϟΠϧ։ൃ͚ͩ
    Ͱ͸্ख͘ߦ͔ͳ͍
    ։ൃ͸ϓϩδΣΫτϚωδϝϯτʹґଘ͍ͯ͠Δ
    ϓϩδΣΫτϚωδϝϯτ > ։ൃ
    ΞδϟΠϧͷΠςϨʔγϣϯΛճ͢ʹ͸ɺεέ
    δϡʔϦϯάɺൃ஫ऀଆͷϨϏϡʔڠྗɺࠓ͋Δཁ
    ݅͸มߋ͞ΕΔՄೳੑ͕͋Δ͜ͱͳͲɺಉҙ͕ඞ
    ཁɻ

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  33. ෆ޾ͳϛεϚον
    ։ൃ
    ʮΞδϟΠϧͰ΍Γ͍ͨͳʯ
    ൃ஫ऀ
    ϓϩδΣΫτϚωʔδϟʔ
    ʮ͜Εཁ݅ϦετͶʯ
    ʮ6ϲ݄ޙʹඞਢͰΑΖ͘͠ʯ
    ʮઃܭ1ϲ݄ɺ։ൃ3ϲ݄ɺ
    ςετ2ϲ݄͔ͳʯ
    ΢ΥʔλʔϑΥʔϧతʹεέδϡʔϦϯάͯ͠͠·͏ɺൃ஫ऀ΋࠷ॳͷཁ݅Ϧ
    ετʹٙ໰Λ࣋ͨͳ͍ͷͰɺΞδϟΠϧΛߦ͏؀ڥʹͳΒͳ͍ɻ

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  34. ΞδϟΠϧϓϩδΣΫτ
    ϚωδϝϯτΛ࣮ߦ͢Δ

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  35. ஫ҙ఺
    ʮΞδϟΠϧʯ͸୯ͳΔखॱͰ͸ͳ͘ʮෆ࣮֬ͳ
    ݱঢ়ʹ͢͹΍͘ରԠ͠ͳ͕Βɺސ٬͕๬Ή΋ͷΛ
    ࡞ΔʯͨΊͷࢥ૝ɺߟ͑ํ͔Βདྷ͍ͯΔɻ
    ϚχϡΞϧతʹԡ͠෇͚ΔͷͰ͸ͳ͘ɺঢ়گʹԠ
    ͯ͡ௐ੔ͨ͠Γ޻෉ͨ͠Γ͢Δඞཁ͕͋Δɻ
    ͜Ε͔Βࣔ͢ํ๏͸1ͭͷ࣠ͱͯ͠ɺ࣮ࡍͷݱ৔ʹ
    Ϛον͢ΔΑ͏ʹ׆͔͍͚ͯͨͩ͠Ε͹ɻ

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  36. ొ৔ਓ෺
    ϓϩμΫτΦʔφʔ
    γεςϜͷίετɺϦϦʔε࣌ظͳͲ࣮ݱ΁ͷ੹೚Λෛ
    ͏ཱ৔ɻൃ஫ݩͷܾࡋݖऀͰ͋Δ͜ͱ͕ଟ͍
    γεςϜͷ໨త͕ୡ੒Ͱ͖͍ͯΔ͔ɺ͋Δ΂͖࢟ʹͳͬ
    ͍ͯΔ͔൑அ͢Δ
    ϓϥϯφʔ
    ίϯηϓτ΍֓ཁ͔ΒΑΓ۩ମԽͨ͠ཁ݅΍࢓༷Λࡦఆ
    ͢Δ
    ը໘Πϝʔδɺૢ࡞ํ๏ɺίϯςϯπͳͲΛఆΊΔ
    ։ൃ
    γεςϜ։ൃʹܞΘΔ
    γεςϜʹରͯ͠࠷΋ґଘ౓ͷߴཱ͍৔
    ιϑτ΢ΣΞΤϯδχΞɺσβΠφʔͳͲ
    ϓϩδΣΫτϚωʔδϟʔ͸શϝϯόʔ͕ԁ׈ʹಈ͘Α͏෣୆Λ੔͑Δ

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  37. ೝࣝ
    ΢ΥʔλʔϑΥʔϧ ΞδϟΠϧ
    ೲظ
    ࠷ॳʹܾΊΔ
    ex. 2019೥11݄30೔
    γεςϜͷ׬੒ܗ
    ࠷ॳʹܾΊΔ
    ཁ݅Ϧετ௨Γ
    ?
    ?
    ࠷ॳʹܾΊΔ
    ex. 2000ສԁ
    ?
    ίετ
    ઌͷ͜ͱ͸Θ͔Βͳ͍ɻͰ΋ʮ࠷దͳ΋ͷΛ໨ࢦ͢ʯ

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  38. ࠷ॳʹ͢΂ͯΛܾΊͳ͍
    • ్தͰԿ౓΋൑அ͢Δ͜ͱͰ࠷దͳ΋ͷʹۙͮ
    ͘
    • ౎౓ɺϓϩμΫτΦʔφʔ͕ೲಘͯ͠ɺʮίε
    τʯʮ࣌ؒʯʮཁ݅ʯΛܾΊΔ
    • ൑அ͢Δͨͼʹมߋ͕ൃੜ͢ΔͷͰɺ͜ͷมߋ
    ʹ͢͹΍͘ରԠ͢Δඞཁ͕͋Δ

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  39. ΢ΥʔλʔϑΥʔϧͷΠϝʔδ
    Start
    GOAL
    ཧ૝
    ݱ࣮

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  40. ΞδϟΠϧͷΠϝʔδ
    Start
    GOAL
    ཧ૝






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  41. πʔϧ
    ମ੍ਤ
    δϣϒσΟεΫϦϓγϣϯ
    εέδϡʔϧ
    ΠςϨʔγϣϯ൓ө
    ཁ݅Ϧετ
    ༏ઌ౓ॱ
    λεΫ؅ཧπʔϧ
    ίϛϡχέʔγϣϯπʔϧ
    ex. Slack
    ίʔυ؅ཧπʔϧ

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  42. ࠷ॳʹ΍Δ͜ͱ
    1. δϣϒσΟεΫϦϓγϣϯɺମ੍ਤΛ࡞Δ
    2. ϚΠϧετʔϯΛઃ͚ͨεέδϡʔϧɺΠςϨʔγϣϯ
    ͷظؒ୯ҐΛܾΊΔ
    3. νʔϜͷೝࣝΛ߹ΘͤΔ
    4. ཁ݅ϦετΛ༏ઌ౓ॱʹ੔ཧ͢Δ
    5. λεΫ؅ཧπʔϧʹϚΠϧετʔϯ#1෼ͷλεΫΛ࡞
    Γ୲౰ऀΛΞαΠϯ͢Δ

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  43. 1. δϣϒσΟεΫϦϓγϣϯɺ
    ମ੍ਤΛ࡞Δ
    • δϣϒσΟεΫϦϓγϣϯ
    • ໾ׂΛ໌هͨ͠΋ͷɻ୭͕ͲΜͳ͜ͱʹ੹೚Λ΋ͭͷ͔Λ໌
    ֬ʹ͢Δ
    • ମ੍ਤ
    • ίετɺ࣌ؒɺཁ݅ͷมߋݖݶΛ࣋ͭਓ͸୭͔Λ໌֬ʹ͢Δ
    • ৘ใ఻ୡɾҙࢥܾఆϑϩʔΛ஌Δ
    • ஫ҙ఺ : ίϛοτ͠߹͏ਓୡ͚ͩΛࡌͤΔʮશһΛધʹ৐ͤΔʯ

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  44. 2. ϚΠϧετʔϯΛઃ͚ͨεέδϡʔ
    ϧɺΠςϨʔγϣϯͷظؒ୯ҐΛܾΊΔ
    • ΠςϨʔγϣϯ : ͍͍ͩͨ3ि͔ؒΒ4िؒ
    • εέδϡʔϧ΋ΠςϨʔγϣϯͷαΠΫϧʹ߹Θ
    ͤΔɻ
    • ཁ݅ͱ࢓༷·ͱΊ͸࣍ͷΠςϨʔγϣϯ෼Λઌ
    औΓ͢Δ

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  45. εέδϡʔϧ
    ։ൃ
    ϓϥϯχϯά
    ϓϩμΫτΦʔφʔ
    ϚΠϧετʔϯ#1 ϚΠϧετʔϯ#2 ϚΠϧετʔϯ#3
    ϚΠϧετʔϯ#2ͷ
    ϓϥϯχϯά
    ϚΠϧετʔϯ#1ͷ
    ։ൃ
    ϨϏϡʔ
    ݟ௚͠
    ϨϏϡʔ
    ݟ௚͠
    ϨϏϡʔ
    ݟ௚͠
    ϚΠϧετʔϯ#2ͷ
    ։ൃ
    ϚΠϧετʔϯ#3ͷ
    ϓϥϯχϯά
    ϚΠϧετʔϯ#3ͷ
    ։ൃ
    ϚΠϧετʔϯ#4ͷ
    ϓϥϯχϯά

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  46. 3. νʔϜͷೝࣝΛ߹ΘͤΔ
    • εέδϡʔϧ΁ͷಉҙ
    • εέδϡʔϧ͸Ұఆظؒ಺ʹઃܭɺ։ൃɺϨ
    ϏϡʔΛߦ͍ɺ͜ΕΛ܁Γฦ͢
    • ϨϏϡʔ೔ΛϚΠϧετʔϯʹ͠ɺࠓޙͷཁ
    ݅ɺλεΫϦετɺϦϦʔε೔ͷݟ௚͠ͷػձ
    ͱ͢Δ

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  47. 4. ཁ݅ϦετΛ༏ઌ౓ॱʹ੔ཧ
    ͢Δ
    • ແͯ͘͸ͳΒͳ͍ཁ݅ॱʹฒ΂Δ
    • ػೳతͳґଘؔ܎΋ߟྀ͢Δ

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  48. ཁ݅Ϧετ
    ex. ΠϕϯτืूαΠτ
    ΠϕϯτҰཡϖʔδ
    Πϕϯτৄࡉϖʔδ
    SNSγΣΞ
    ࢀՃਃࠐ
    Ϣʔβʔొ࿥
    ࣄલ՝ۚ
    ਃࠐΩϟϯηϧ
    ϒϥοΫϦετ
    1 Ϣʔβʔొ࿥
    ϚΠϧετʔϯ#1
    2 ΠϕϯτҰཡϖʔδ
    3 Πϕϯτৄࡉϖʔδ
    4 ࢀՃਃࠐ
    ϚΠϧετʔϯ#2
    5 ਃࠐΩϟϯηϧ
    6 ࣄલ՝ۚ
    7 ϒϥοΫϦετ
    ϚΠϧετʔϯ#3
    8 SNSγΣΞ

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  49. λεΫ؅ཧπʔϧʹϚΠϧετʔϯ#1෼
    ͷλεΫΛ࡞Γ୲౰ऀΛΞαΠϯ͢Δ
    • ϓϩδΣΫτશମͰඞཁͳλεΫΛશ෦ࡌͤΔ
    • ϓϩμΫτΦʔφʔͷϨϏϡʔ΍ݟ௚͠
    • ϓϥϯφʔͷ࣍ͷϚΠϧετʔϯͷλεΫ
    • ։ൃλεΫ
    • جຊతʹλεΫظݶ͸ϚΠϧετʔϯͷظݶɺґଘؔ܎͕͋Δ৔߹͸ࡉ
    ͘ࢦఆ
    • ୲౰ऀ͕λεΫΛΞοϓσʔτ͠ɺ͢΂ͯͷਐḿ͕ࡌΔΑ͏ʹӡ༻ϧʔϧΛ
    ϝϯόʔؒͰܾΊΔ
    • جຊతʹϝϯόʔશһ͕Կ͔͠ΒͷλεΫΛΞαΠϯ͞Ε͍ͯΔঢ়ଶ

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  50. ೔ৗతͳश׳

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  51. ϨϏϡʔ
    • ϚΠϧετʔϯͷظݶʹ࣮ࢪ
    • ࣮ࡍʹಈ͘؀ڥ(ϨϏϡʔ؀ڥɺεςʔδϯά؀ڥɺϦ
    Ϧʔεલͷຊ൪؀ڥͰ΋Մ)Λ༻ҙ͠ɺϓϩμΫτΦʔφʔ
    ͕৮ΕΔΑ͏ʹ͢Δ
    • ϨϏϡʔ೔͸ܾͯͣ͠Βͯ͠͸͍͚ͳ͍
    • ϨϏϡʔΛܦͯࠓޙͷཁ݅Ϧετͷ૿ݮͱظݶͷมߋΛߦ
    ͍ɺϓϩμΫτΦʔφʔͷಉҙΛܦͯɺνʔϜ಺ʹڞ༗൓
    ө͢Δ

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  52. ఆྫձٞ
    • ि1ճఔ౓ɺ1࣌ؒҎ಺ͰऴΘΒͤΔ
    • ਐḿͷڞ༗ɺଞͷ໾ׂʹର͢ΔϦΫΤετɺ࣭໰
    • ϚΠϧετʔϯʹ޲͚ͯͷ՝୊ղܾ
    • ඞͣٞࣄ࿥Λ࢒͍ͭ͠Ͱ΋ݟΕΔ৔ॴʹஷΊΔ
    • ͩΒͩΒ΍Βͳ͍
    • ஶॻʮ͍͢͝ձٞʯʮΤΫετϦʔϜϛʔςΟϯάʯࢀর

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  53. ேձ
    • ຖே15෼ɺϦϞʔτͰ΋ՄɺϦΞϧͳΒཱͬͨ··ߦ͏(ͩΒͩΒ
    ΍Βͳ͍)
    • ࠓ೔ߦ͏ۀ຿಺༰ͱͲ͜·Ͱߦ͏ͷ͔Λએݴ͢Δ(ʹίϛοτϝϯ
    τ)
    • ۀ຿ΛਐΊΔͨΊʹඞཁͳΒ͹ଞͷϝϯόʔʹϦΫΤετ͕Ͱ͖Δ
    • ҟͳΔ໾ׂಉ࢜Ͱ΍ͬͯ΋ྑ͍
    • ίϛοτ͕؁͘ͳΓ͕ͪͳ৔߹͸ɺबۀ࣌ؒલʹߦ͏ʮ༦ձʯ΋ޮ
    Ռత

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  54. ̑೥ؒ΍ͬͯؾ͍ͮͨɺேձελϯσΟϯάϛʔςΟϯά̑ͭͷϙΠϯτ
    https://developers.gnavi.co.jp/entry/asakai-standingmtg-5points

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  55. ϙετϞʔςϜ
    • ΠςϨʔγϣϯ͕ऴΘͬͨ࣌ʹৼΓฦΔ
    • ಉ͡໾ׂಉ࢜Ͱߦͬͨ΄͏͕ޮՌత
    • KeepɺProblemɺTryͷॱʹ1ͭ5෼͘Β͍Ͱ؆ܿʹϙ
    ετΠοτʹॻ͘ɺนʹషΓΈΜͳͰோΊͯࢥͬͨ
    ͜ͱΛݴ͏(൷൑͸NG)
    • ࠷ऴతʹTryͰ࣍ճʹ޲͚ͨղܾࡦ͕ੜ·Εɺڞ༗Ͱ
    ͖Δ

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  56. ܖ໿
    • ཁ݅ɺೲظɺίετ్͕தͰมߋ͞ΕΔͷͰɺै
    དྷͷҰׅ੥ෛͷܖ໿಺༰͸Ϛον͠ͳ͍ɻܖ໿ʹ
    Αͬͯ࠷ॳʹ΢ΥʔλʔϑΥʔϧతʹݻఆԽ͞Ε
    ͯ͠·͏ɻ
    • ܖ໿಺༰Λ޻෉͢Δɻྫ͑͹ɺΠςϨʔγϣϯ4
    ճ෼ͷظؒͱ޻਺Ͱܖ໿ɺҎ߱͸ϚΠϧετʔϯ
    ͷݟ௚͠ʹΑͬͯΠςϨʔγϣϯ͝ͱʹࣗಈߋ৽
    ͳͲ(੒Ռ෺ίϛοτͰ͸ͳ͘޻਺ίϛοτ)

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  57. ϦϞʔτϫʔΫ͸ʁ
    • ܦݧ͕๛෋ͳϝϯόʔͰ͋Ε͹੒Γཱͭ
    • ϑϧϦϞʔτͰϦϦʔε·Ͱߦ࣮ͬͨ੷͋Γ
    • ܦݧ΍εΩϧ͕ͳ͍৔߹΋͘͠͸ΦϯϥΠϯί
    ϛϡχέʔγϣϯͰͷݴޠೳྗ͕଍Γͳ͍ਓ͸΍
    Ίͨ΄͏͕ྑ͍
    • ಛʹλεΫ؅ཧπʔϧͰਐḿΛࡌͤΒΕΔ͔͕ϙ
    Πϯτ

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  58. • ΞδϟΠϧϓϩδΣΫτϚωδϝϯτ͸ɺϨϏϡʔ
    ͷαΠΫϧΛճ͢͜ͱͰʮίετʯʮ࣌ؒʯʮཁ݅ʯ
    ͷ࠷దԽΛఆظతʹߦ͍ɺࣦഊ཰Λ࠷খݶʹอͭ
    • ϓϩδΣΫτϚωʔδϟʔ͸೔ৗతͳਐḿνΣο
    Ϋɺ໰୊ղܾͳͲ͖Ίࡉ͔͘ૉૣ͍ରԠ͕ٻΊΒΕ
    Δ
    • ΞδϟΠϧͷߟ͑ํΛ΋ͱʹɺϝϯόʔؒͰྑ͍श
    ׳Λ࡞ΕΔΑ͏ʹͳΔͱɺΑΓޮՌతͳϓϩδΣΫ
    τਐߦʹͳͬͯ͘Δ

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  59. ϓϩδΣΫτͷ໰୊Λ
    ղফ͍ͨ͠

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  60. ΞδϟΠϧΛֶͿ

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  61. ֶͼˍ࣮ફΛ܁Γฦ͢
    • ΞδϟΠϧ͸Ұͭͷํ޲ੑͳͷͰɺ۩ମతͳํ
    ๏͸νʔϜͰ࠷దͳ΋ͷΛৗʹ΋ٻΊΔελϯ
    εͰܾΊ͍ͯ͘΋ͷ
    • ελʔτΞοϓͰ͸ࣗ෼ͨͪͷதͰྑ͍श׳Λ
    ࡞Ζ͏ͱ͢Δ܏޲͕ڧ͘ɺେ͖ͳࣦഊʹܨ͕Γ
    ʹ͍͘

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  62. AIϓϩδΣΫτϚωδϝϯτ
    • AI͕ϓϩδΣΫτϚωδϝϯτ
    ͷҰ෦Λࣗಈతʹߦ͏ɺࢧԉ
    αʔϏε
    • ίʔσΟϯάεϐʔυ΍ϚΠϧ
    ετʔϯʹର͢Δୡ੒౓߹͍
    Λଌఆ
    • ஗Ε͍ͯΔɺະղܾλεΫ͕
    ·ͩ͋ΔͳͲةݥͳஹީΛΞ
    ϥʔτͱͯ͠ϓϩδΣΫτϚ
    ωʔδϟʔ΍ؔ܎ऀʹૹΔ

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  63. ͝ڵຯ͋Δ৔߹
    ͪ͜ΒͷαΠτͰࣄલొ࿥
    ͓ئ͍͠·͢
    http://ai-pm.strikingly.com/

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  64. ͕࣌ؒͳ͍ͷͰࠓ͙͢
    ղܾ͍ͯͨ͠ɺɺɺ

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  65. ͱΓ͋͑ͣ࿈བྷ͍ͩ͘͞
    • γεςϜ։ൃͷϚωδϝϯτ΍৽نࣄۀ্ཱͪ͛
    ͷΞυόΠβʔɺίϯαϧςΟϯά΍͍ͬͯ·͢
    • ϦϞʔτϫʔΫͷ؆қతͳ΋ͷ͔ΒϛʔςΟϯ
    άಉ੮ͳͲ
    • Contact : [email protected]
    d_sea
    fukami

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  66. ։ൃձࣾͷةݥͳαΠϯ
    • ίϛϡχέʔγϣϯ͕গͳ͍
    • ਐḿΛฉ͘ͱ͍ͭͰ΋ॱௐͱ͍͏
    • ཁ݅ɾ࢓༷ʹؔ͢Δ࣭໰͕΄ͱΜͲͳ͍ or ·ͬͨ
    ͘ͳ͍
    • ్தͷঢ়ଶΛݟ͕ͤͨΒͳ͍
    • આ໌Ͱ͸ͳ͘ݴ͍༁Λ͢Δ

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  67. Q&A
    Ξϯέʔτೖྗ͓ئ͍͠·͢
    http://bit.ly/2Xbe1AD

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